They found that prostate cancer cells highly express and secrete GDF-15, which further induces the expression of osteoclastogenesis-related genes in osteoclasts and the expression of chemoattractant protein-1 (MCP-1/CCL2), which is involved in macrophage recruitment to osteoblasts in mice [61]. Here, GDF15 is linked to Familial prostate cancer.